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Results for: Committee Member Francesca Chiaromonte Committee Member Mary Poss Keyword Data integration Keyword Variable selection Author Last Name Liu Year 2015

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1. Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics

Open Access

Author:

Liu, Yang

Title:

Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics

Graduate Program:

Statistics

Keywords:

Data integration
Genomics
Ordinary least squares
Structured data
Sufficient dimension reduction
Variable selection

File:

Open YangLiu-Dissertation_081615.pdf

Committee Members:

Francesca Chiaromonte, Dissertation Advisor
Francesca Chiaromonte, Committee Chair
Bing Li, Committee Member
Runze Li, Committee Member
Yu Zhang, Committee Member
Mary Poss, Committee Member

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1. Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics